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EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals
16 June 2021
Andac Demir
T. Koike-Akino
Ye Wang
M. Haruna
Deniz Erdogmus
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Papers citing
"EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals"
17 / 17 papers shown
Title
ALFEE: Adaptive Large Foundation Model for EEG Representation
Wei Xiong
Junming Lin
Jiangtong Li
Jie Li
Changjun Jiang
30
0
0
07 May 2025
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
Haili Ye
S. Goerttler
F. He
36
0
0
15 Dec 2024
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning
Toyotaro Suzumura
H. Kanezashi
Shotaro Akahori
AI4MH
74
0
0
25 Nov 2024
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion
Xinxu Wei
K. Zhao
Yong Jiao
Nancy B. Carlisle
Hua Xie
Gregory A. Fonzo
Yu Zhang
28
0
0
27 Sep 2024
How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?
Huyen Ngo
Khoi Do
Duong Nguyen
Viet Dung Nguyen
Lan Dang
19
0
0
19 Jul 2024
Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-smoothness in Deep GNNs
Jin Li
Qirong Zhang
Shuling Xu
Xinlong Chen
Longkun Guo
Yanglan Fu
29
0
0
13 Dec 2023
Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition
Hongxiang Gao
Xiangyao Wang
Zhenghua Chen
Min-man Wu
Zhipeng Cai
Lulu Zhao
Jianqing Li
Chengyu Liu
35
9
0
22 Oct 2023
Graph Neural Network-based EEG Classification: A Survey
D. Klepl
Min Wu
F. He
46
21
0
03 Oct 2023
Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors
Jingyun Huang
Rachel C. Amey
Mengting Liu
Chad E. Forbes
32
1
0
22 Aug 2023
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks
Jinpei Han
Xia Wei
Aldo A. Faisal
34
12
0
20 Jun 2023
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint
Paiheng Xu
Yuhang Zhou
Bang An
Wei Ai
Furong Huang
22
6
0
25 May 2023
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data
D. Klepl
F. He
M. Wu
D. Blackburn
P. Sarrigiannis
27
22
0
12 Apr 2023
Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations
Kexin Zhu
Xulong Zhang
Jianzong Wang
Ning Cheng
Jing Xiao
11
1
0
14 Mar 2023
EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG
Andac Demir
I. Khalil
B. Kiziltan
26
0
0
08 Dec 2022
quEEGNet: Quantum AI for Biosignal Processing
T. Koike-Akino
Ye Wang
29
4
0
29 Sep 2022
Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram
Nathan Lutes
Siddhardh Nadendla
K. Krishnamurthy
18
5
0
14 Aug 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities
Chuang Liu
Yibing Zhan
Jia Wu
Chang Li
Bo Du
Wenbin Hu
Tongliang Liu
Dacheng Tao
GNN
AI4CE
30
80
0
15 Apr 2022
1